sact | Spatially Adaptive Computation Time for Residual Networks | Machine Learning library

by mfigurnov Python Version: Current License: Apache-2.0

X-Ray Key Features Code Snippets Community Discussions(8)Vulnerabilities Install Support

kandi X-RAY | sact Summary

sact is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Tensorflow applications. sact has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.

Spatially Adaptive Computation Time for Residual Networks

Support

Quality

Security

License

Reuse

Support

sact has a low active ecosystem.

It has 238 star(s) with 52 fork(s). There are 14 watchers for this library.

It had no major release in the last 6 months.

There are 1 open issues and 9 have been closed. On average issues are closed in 173 days. There are 2 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of sact is current.

Quality

sact has 0 bugs and 8 code smells.

Security

sact has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

sact code analysis shows 0 unresolved vulnerabilities.

There are 11 security hotspots that need review.

License

sact is licensed under the Apache-2.0 License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

sact releases are not available. You will need to build from source code and install.

Build file is available. You can build the component from source.

Installation instructions, examples and code snippets are available.

sact saves you 1236 person hours of effort in developing the same functionality from scratch.

It has 2782 lines of code, 139 functions and 32 files.

It has high code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

kandi has reviewed sact and discovered the below as its top functions. This is intended to give you an instant insight into sact implemented functionality, and help decide if they suit your requirements.

Train the model
Calculates the overall cost for each block
Add heatmaps summary
Provide data for the given split
Creates an arg scope for resnet
Resnet residuals
A 2d convolution layer
Get a single split
Reads a label file
Write a label file
Check if a file exists
Exports data from checkpoint to hdf5 file
Compute a metric map
Evaluate the model
Compute the metrics for the given end_points
Provide data for given split
Apply preprocessing
Calculates all ponder cost
Get the output filename
Cleanup temporary files
Calculate a map of flops over the endpoints
Summarize heatmaps
Download a tarball from a tarball_url
Create an arg scope for resnet
Compute the metric map
Bottleneck bottleneck
Preprocess an image
Create fake image data
Adds images to tfrecord
Construct a resnet network
Residual layer

Get all kandi verified functions for this library.

sact Key Features

No Key Features are available at this moment for sact.

sact Examples and Code Snippets

No Code Snippets are available at this moment for sact.

Community Discussions

Trending Discussions on sact

return two dimensional array from function with non-traditional signature in C

My codewars solution works fine locally in Visual Studio, but causes an error when passing tests on codewars' side

Jquery slider next button not render next image

List or regex of JavaScript commands, functions and built-ins

haskell mtl/transformers equivalent of lens' zooming a state

simple synchronization with signals

DMA error on start without AC

Works on gcc c11, but on Clang 3.6 c11 I get malloc(): memory corruption (fast): 0x0000000000fb8620

QUESTION

return two dimensional array from function with non-traditional signature in C

Asked 2021-May-28 at 12:41

I was training C on this kata: https://www.codewars.com/kata/54d7660d2daf68c619000d95/c and got stuck by a strange signature of the function:
long long (*get_res(long long lst[][2], int row, long long LCD))[2]

Here is how I create and malloc my array:

...

ANSWER

Answered 2021-May-28 at 12:41

You choose to return a pointer to long long[2], so you should allocate an array of long long[2], not long long*.

Also note that casting results of malloc() family is considered as a bad practice.

Source https://stackoverflow.com/questions/67739013

QUESTION

My codewars solution works fine locally in Visual Studio, but causes an error when passing tests on codewars' side

Asked 2021-Feb-04 at 19:26

!!! CONTAINS SPOILERS TO CODEWARS TASKS !!!

Given the following task

I came up with the following solution:

...

ANSWER

Answered 2021-Feb-04 at 11:01

You don't need a pointer to pointer here. You are returning the address of a local variable instead of the allocated pointer.

Source https://stackoverflow.com/questions/66042408

QUESTION

Jquery slider next button not render next image

Asked 2021-Jan-08 at 08:51

I have total 5 images, when I click on next it take last image. For example if user render first image then click on next then it not showing next image in sequence it showing last image. How to resolve this issue?

Note : With bottom dot it working fine but when I tried with next button (>) it not working. I really hard but not able to resolve this issue.

...

ANSWER

Answered 2021-Jan-08 at 08:51

In your HTML you have the class current for each slideitem at the beginning. Remove this class from the second element till the end as first step:

Source https://stackoverflow.com/questions/65614839

QUESTION

List or regex of JavaScript commands, functions and built-ins

Asked 2020-Dec-30 at 14:18

Does anyone have a simple text list or regex of all default JavaScript commands, functions, build-ins and/or keywords?

I am writing an AI to detect malicious web calls. To make it easier for the AI to learn I am pre detecting SQL, Unix etc.

What I have:

...

ANSWER

Answered 2020-Dec-30 at 14:10

const js_commands = /\b(?:abstract|afterprint|AggregateError|alert|animationcancel|animationend|animationiteration|animationstart|arguments|Array|ArrayBuffer|async|AsyncFunction|AsyncGenerator|AsyncGeneratorFunction|Atomics|await|beforeprint|beforeunload|BigInt|BigInt64Array|BigUint64Array|Block|blur|Boolean|boolean|break|byte|cancelAnimationFrame|cancelIdleCallback|case|catch|char|class|clearImmediate|clipboardchange|close|confirm|const|continue|convertPointFromNodeToPage|convertPointFromPageToNode|copy|copy_event.clipboardData|crypto|customElements|cut|cut_event.clipboardData|DataView|Date|debugger|decodeURI|decodeURIComponent|default|delete|devicemotion|deviceorientation|devicePixelRatio|dialogArguments|do|document|DOMContentLoaded|double|each|else|Empty|encodeURI|encodeURIComponent|enum|error|eval|EvalError|event|export|extends|external|false|final|finally|find|float|Float32Array|Float64Array|focus|for|frameElement|frames|fullScreen|function|gamepadconnected|gamepaddisconnected|Generator|GeneratorFunction|get|getAttention|getAttentionWithCycleCount|getComputedStyle|getDefaultComputedStyle|getSelection|globalStorage|globalThis|goto|hashchange|history|home|if|implements|import|import.meta|in|Infinity|innerHeight|innerWidth|instanceof|int|Int16Array|Int32Array|Int8Array|interface|InternalError|Intl|Intl.Collator|Intl.DateTimeFormat|Intl.DisplayNames|Intl.ListFormat|Intl.Locale|Intl.NumberFormat|Intl.PluralRules|Intl.RelativeTimeFormat|isFinite|isNaN|isSecureContext|JSON|label|languagechange|length|let|load|localStorage|location|locationbar|long|Map|matchMedia|Math|maximize|menubar|message|messageerror|minimize|moveBy|moveTo|mozAnimationStartTime|mozInnerScreenX|mozInnerScreenY|mozPaintCount|name|NaN|native|navigator|new|null|Number|Object|of|offline|onappinstalled|onbeforeinstallprompt|ondevicelight|ondevicemotion|ondeviceorientation|ondeviceorientationabsolute|ondeviceproximity|ongamepadconnected|ongamepaddisconnected|online|onorientationchange|onpaint|onuserproximity|onvrdisplayactivate|onvrdisplayblur|onvrdisplayconnect|onvrdisplaydeactivate|onvrdisplaydisconnect|onvrdisplayfocus|onvrdisplaypointerrestricted|onvrdisplaypointerunrestricted|onvrdisplaypresentchange|open|openDialog|opener|orientation|orientationchange|origin|outerHeight|outerWidth|OverconstrainedError|package|pagehide|pageshow|pageXOffset|pageYOffset|parent|parseFloat|parseInt|paste|paste_event.clipboardData|performance|personalbar|pkcs11|popstate|postMessage|preventDefault|print|private|Promise|prompt|Proxy|public|RangeError|ReferenceError|Reflect|RegExp|rejectionhandled|requestAnimationFrame|requestFileSystem|requestIdleCallback|resize|resizeBy|resizeTo|resolveLocalFileSystemURL|return|returnValue|routeEvent|screen|screenLeft|screenTop|screenX|screenY|scroll|scrollbars|scrollBy|scrollByLines|scrollByPages|scrollMaxX|scrollMaxY|scrollTo|ScrollToOptions|scrollX|scrollY|self|sessionStorage|set|Set|setCursor|setImmediate|setResizable|SharedArrayBuffer|short|showModalDialog|sizeToContent|speechSynthesis|static|status|statusbar|stop|storage|String|super|switch|Symbol|synchronized|SyntaxError|target|this|throw|throws|toolbar|top|transfer|transient|transitioncancel|transitionend|transitionrun|transitionstart|true|try|TypeError|typeof|Uint16Array|Uint32Array|Uint8Array|Uint8ClampedArray|undefined|unhandledrejection|unload|updateCommands|URIError|value|var|visualViewport|void|volatile|vrdisplayactivate|vrdisplayblur|vrdisplayconnect|vrdisplaydeactivate|vrdisplaydisconnect|vrdisplayfocus|vrdisplaypointerrestricted|vrdisplaypointerunrestricted|vrdisplaypresentchange|WeakMap|WeakSet|WebAssembly|WebAssembly.CompileError|WebAssembly.Instance|WebAssembly.LinkError|WebAssembly.Memory|WebAssembly.Module|WebAssembly.RuntimeError|WebAssembly.Table|while|window|with|yield)\b/gi

Source https://stackoverflow.com/questions/65506311

QUESTION

haskell mtl/transformers equivalent of lens' zooming a state

Asked 2019-Feb-08 at 04:33

I'm working on a miso-based webapp and I'm trying to wrap the model (state) of a Transition Action InnerModel () into a Transition Action ModelWrapper () where

...

ANSWER

Answered 2019-Feb-08 at 04:33

zoom from lens is convenient because it uses a lens to capture both a getter and setter at the same time. But without a lens, you can explicitly deal with a getter and setter and do the same thing. Adding the imports:

Source https://stackoverflow.com/questions/54583848

QUESTION

simple synchronization with signals

Asked 2018-Apr-06 at 13:07

The program is intended to signal transaction permanently. SIGUSR1 is caught by the parent and SIGUSR2 caught by the child. They play with only the flag when they catch their own signals. I let first the parent to run, that is, at first the parent sends signal. The child waits by pause() its process until it runs its catcher on the fly. I thought I apply a simple synchronization, but seemingly not. However, if I comment in the usleep(1000), the code works. Like

...

ANSWER

Answered 2018-Apr-02 at 23:21

You have two race conditions:

The parent process could send a signal before the child has had a chance to register a signal handler for SIGUSR2.
One process could send a signal while the other is outside pause.

The latter can happen the first time round, when the child process has yet to reach pause, but the parent has sent SIGUSR2 anyway. This causes the effect you're seeing.

Source https://stackoverflow.com/questions/49619309

QUESTION

DMA error on start without AC

Asked 2017-May-19 at 09:47

I installed funtoo on surface pro 2. All works good except situation when you're booting tablet on battery power. In this case I'm getting error bellow every 20 sec and tablet doesn't react on keypress, touch, doesn't log anything. fsck says there is no errors with disk.

...

ANSWER

Answered 2017-May-19 at 09:47

This looks a power saving issue

If you have TLP try to disable it here /usr/sbin/tlp.

Comment out

# set_sata_link_power $1

More info you can find in following discussion

(I know this is mac related discussion but can be useful for finding a solution for your setup)

Source https://stackoverflow.com/questions/44064962

QUESTION

Works on gcc c11, but on Clang 3.6 c11 I get malloc(): memory corruption (fast): 0x0000000000fb8620

Asked 2017-Apr-27 at 13:22

I have this program. When I run in on gcc using gcc egyptionFractions.c -o egypt -Wall -std=c11, it works great! However, I am trying to run it using llvm on a server and I continually get this error:

* Error in `/home/codewarrior/solution': malloc(): memory corruption (fast): 0x0000000000fb8620 *

The program uses malloc and realloc several times, but I can't find the issue. I think maybe a null string end may run off the memory, but when I increase the allocation size, my answers go off track...

The function is given two numbers, like "3" and "4". It decomposes the fraction in a greedy mannor like "1/2 + 1/4". You can see the sample input and output at the bottom.

I really appreciate your help. Again, it runs perfectly on gcc. :) And I don't have an llvm compiler.. I looked through some of the other threads concerning similar issues and haven't found an acceptable solution.

...

ANSWER

Answered 2017-Apr-27 at 13:22

The solution is... after I decoupled these two statements, then add 1 to allocation..

Source https://stackoverflow.com/questions/43658933

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install sact

Run tests. It takes a couple of minutes:.
Python 2.x/3.x (mostly tested with Python 2.7)
Tensorflow 1.0
NumPy
(Optional) nose
(Optional) h5py
(Optional) matplotlib

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

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